Detail publikace
Tactical Scenario Adaptation for Pilot Training
HANÁK, J. NOVÁK, J. CHUDÝ, P.
Originální název
Tactical Scenario Adaptation for Pilot Training
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
Conducting tactical pilot training in an authentic simulation environment increases training's efficiency and effectiveness. A state-of-the-art surrogate modeling technique, Polynomial Chaos Expansion (PCE), was used to generate Surrogate model that estimates the scenario outcome. Subsequently additional scenarios are generated based on the trained pilot's skill level estimated from the model. The scenarios were adapted based on geometric distribution of the adversaries impacting the encountered tactical situation. With an emphasis on increasing the realism of synthetic training, the scenario adaptation was researched and evaluated at the ground-based synthetic simulation facility at the Faculty of Information Technology, Brno University of Technology.
Klíčová slova
Agent, Beyond Visual Range, Computer Generated Forces, Flight Dynamics, Tactical Simulation, Polynomial Chaos Expansion, Pilot Training, Surrogate Modeling, Synthetic Training.
Autoři
HANÁK, J.; NOVÁK, J.; CHUDÝ, P.
Vydáno
1. 11. 2024
Nakladatel
Institute of Electrical and Electronics Engineers
Místo
San Diego
ISBN
979-8-3503-4961-0
Kniha
AIAA/IEEE Digital Avionics Systems Conference - Proceedings
ISSN
2155-7195
Ročník
43
Číslo
9
Strany od
1
Strany do
7
Strany počet
7
URL
BibTex
@inproceedings{BUT189230,
author="Jiří {Hanák} and Jiří {Novák} and Peter {Chudý}",
title="Tactical Scenario Adaptation for Pilot Training",
booktitle="AIAA/IEEE Digital Avionics Systems Conference - Proceedings",
year="2024",
volume="43",
number="9",
pages="1--7",
publisher="Institute of Electrical and Electronics Engineers",
address="San Diego",
doi="10.1109/DASC62030.2024.10749015",
isbn="979-8-3503-4961-0",
issn="2155-7195",
url="https://ieeexplore.ieee.org/document/10749015"
}